SpendView

Consumer Spend Data for

Monthly card-based spend, transactions and basket size

Advan Researchs SpendView dataset tracks de-identified consumer card transactions across the United States, scaled to approximate total consumer-card volume.

Monthly spend and transactions

In-store vs. online split

Share of total spend by channel.

ChannelSpendTransactionsAvg ticket

Geographic breakdown

Top cities

CitySpendTransactionsAvg ticket

About

Apple Inc. is a global technology company headquartered in Cupertino, California, specializing in consumer electronics, software, and digital services. The company generates revenue through multiple channels: direct-to-consumer sales via Apple Stores and apple.com, wholesale relationships with authorized resellers and wireless carriers, and a growing services portfolio including AppleCare, subscriptions, and digital content. Apple's product portfolio encompasses smartphones (iPhone), personal computers (Mac), tablets (iPad), wearables (Apple Watch, AirPods), and accessories, with the iPhone consistently representing the largest portion of hardware revenue. The company maintains a carefully curated retail presence with approximately 500 Apple Stores worldwide as of 2021, complemented by an increasingly significant online channel.

The 2019–2021 period captures a critical inflection point in Apple's consumer spending patterns. This window spans the maturation of iPhone 11 through the introduction of 5G-enabled iPhone 12 models in late 2020, a major innovation cycle driving hardware refresh cycles among existing users. Simultaneously, the period reflects Apple's strategic expansion of services revenue and the rising contribution of online commerce, particularly accelerated by pandemic-driven digital adoption in 2020–2021. Card-based spend data from this era reveals how premium-priced product categories — dominated by iPhones and Macs — combined with a growing accessories and services ecosystem to shape consumer purchase patterns across both retail and digital channels.

Methodology. Figures are derived from a de-identified consumer card transaction panel and scaled to approximate total U.S. card-based consumer spend. Spend is reported in nominal dollars. State and city figures in the Geography section are computed from the brand × state × channel aggregates in Advans SpendView panel. Avg basket is total spend divided by total transactions for the same scope. Numbers represent measured consumer card volume only and should not be interpreted as company-reported revenue.